{"id":"https://openalex.org/W6902292986","doi":"https://doi.org/10.6084/m9.figshare.c.4343162","title":"Supplementary material from \"Predictive analysis across spatial scales links zoonotic malaria to deforestation\"","display_name":"Supplementary material from \"Predictive analysis across spatial scales links zoonotic malaria to deforestation\"","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W6902292986","doi":"https://doi.org/10.6084/m9.figshare.c.4343162","mag":"2906588318"},"language":"en","primary_location":{"id":"doi:10.6084/m9.figshare.c.4343162","doi":"https://doi.org/10.6084/m9.figshare.c.4343162","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.c.4343162","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Collection"},"volume":null,"type":"supplementary-materials","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.6084/m9.figshare.c.4343162","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056950322","display_name":"Patrick M. Brock","orcid":"https://orcid.org/0000-0002-1035-1619","observed_orcids":["https://orcid.org/0000-0002-1035-1619"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brock, Patrick M.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Fornace, Kimberly M.","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fornace, Kimberly M.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048581371","display_name":"Matthew J. Grigg","orcid":"https://orcid.org/0000-0001-9914-8352","observed_orcids":["https://orcid.org/0000-0001-9914-8352"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Grigg, Matthew J.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5158289272","display_name":"Nicholas M. Anstey","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anstey, Nicholas M.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045549244","display_name":"Timothy William","orcid":"https://orcid.org/0000-0002-2195-6736","observed_orcids":["https://orcid.org/0000-0002-2195-6736"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"William, Timothy","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060760070","display_name":"Jon Cox","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cox, Jon","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Drakeley, Chris J.","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Drakeley, Chris J.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Ferguson, Heather M.","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ferguson, Heather M.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5004828941","display_name":"Rowland Raymond Kao","orcid":"https://orcid.org/0000-0003-0919-6401","observed_orcids":["https://orcid.org/0000-0003-0919-6401"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kao, Rowland R.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10091","display_name":"Malaria Research and Control","score":0.9003999829292297,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10091","display_name":"Malaria Research and Control","score":0.9003999829292297,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12492","display_name":"Zoonotic diseases and public health","score":0.04650000110268593,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10166","display_name":"Mosquito-borne diseases and control","score":0.019600000232458115,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/zoonotic-malaria","display_name":"zoonotic malaria","score":0.9950000047683716},{"id":"https://openalex.org/keywords/plasmodium-knowlesi","display_name":"Plasmodium knowlesi","score":1.0},{"id":"https://openalex.org/keywords/deforestation","display_name":"deforestation","score":0.9959999918937683},{"id":"https://openalex.org/keywords/land-use-change","display_name":"land use change","score":0.8970000147819519},{"id":"https://openalex.org/keywords/spatial-scale","display_name":"spatial scale","score":0.8259999752044678},{"id":"https://openalex.org/keywords/disease-occurrence-prediction","display_name":"disease occurrence prediction","score":0.859000027179718},{"id":"https://openalex.org/keywords/forest-fragmentation","display_name":"forest fragmentation","score":0.5180000066757202},{"id":"https://openalex.org/keywords/landscape-change","display_name":"landscape change","score":0.4180000126361847},{"id":"https://openalex.org/keywords/vector-borne-diseases","display_name":"vector-borne diseases","score":0.5920000076293945}],"concepts":[{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.6039000153541565},{"id":"https://openalex.org/C2778048844","wikidata":"https://www.wikidata.org/wiki/Q12156","display_name":"Malaria","level":2,"score":0.5799000263214111},{"id":"https://openalex.org/C2777399953","wikidata":"https://www.wikidata.org/wiki/Q2155658","display_name":"Deforestation (computer science)","level":2,"score":0.527999997138977},{"id":"https://openalex.org/C138944611","wikidata":"https://www.wikidata.org/wiki/Q1163287","display_name":"Clearance","level":2,"score":0.49799999594688416},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.41429999470710754},{"id":"https://openalex.org/C158709400","wikidata":"https://www.wikidata.org/wiki/Q3578586","display_name":"Spatial ecology","level":2,"score":0.4016999900341034},{"id":"https://openalex.org/C2777489503","wikidata":"https://www.wikidata.org/wiki/Q7698936","display_name":"Temporal scales","level":2,"score":0.39469999074935913},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.3944000005722046},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.36629998683929443},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.36090001463890076},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.36070001125335693},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.34150001406669617},{"id":"https://openalex.org/C3018527248","wikidata":"https://www.wikidata.org/wiki/Q182672","display_name":"Zoonotic disease","level":3,"score":0.328000009059906},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3000999987125397},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.29809999465942383},{"id":"https://openalex.org/C87690585","wikidata":"https://www.wikidata.org/wiki/Q738011","display_name":"Landscape ecology","level":3,"score":0.2915000021457672},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.29089999198913574},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.28859999775886536},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.2874999940395355},{"id":"https://openalex.org/C186744025","wikidata":"https://www.wikidata.org/wiki/Q7574064","display_name":"Spatial epidemiology","level":3,"score":0.27709999680519104},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.2768000066280365},{"id":"https://openalex.org/C191015642","wikidata":"https://www.wikidata.org/wiki/Q1132459","display_name":"Fragmentation (computing)","level":2,"score":0.27379998564720154},{"id":"https://openalex.org/C2992243407","wikidata":"https://www.wikidata.org/wiki/Q525512","display_name":"Disease transmission","level":2,"score":0.2578999996185303},{"id":"https://openalex.org/C94747663","wikidata":"https://www.wikidata.org/wiki/Q7574086","display_name":"Spatial variability","level":2,"score":0.2565999925136566}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.6084/m9.figshare.c.4343162","doi":"https://doi.org/10.6084/m9.figshare.c.4343162","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.c.4343162","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Collection"},{"id":"doi:10.6084/m9.figshare.c.4343162.v1","doi":"https://doi.org/10.6084/m9.figshare.c.4343162.v1","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.c.4343162.v1","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Collection"},{"id":"mag:2906588318","doi":null,"is_oa":false,"landing_page_url":"https://rs.figshare.com/collections/Supplementary_material_from_Predictive_analysis_across_spatial_scales_links_zoonotic_malaria_to_deforestation_/4343162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.6084/m9.figshare.c.4343162","doi":"https://doi.org/10.6084/m9.figshare.c.4343162","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.c.4343162","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Collection"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.8518999814987183,"display_name":"Life on land"},{"id":"https://metadata.un.org/sdg/3","score":0.8199999928474426,"display_name":"Good health and well-being"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2911197684","https://openalex.org/W2228451282","https://openalex.org/W4321101432","https://openalex.org/W3164110962","https://openalex.org/W3203018491","https://openalex.org/W2923083075","https://openalex.org/W4391094223","https://openalex.org/W2343105840","https://openalex.org/W2195335829","https://openalex.org/W7136799586"],"abstract_inverted_index":{"The":[0,100,164],"complex":[1],"transmission":[2],"ecologies":[3],"of":[4,20,37,83,86,108,111,114,120,147,166,173,188,195],"vector-borne":[5],"and":[6,48,66,77,105,128,134,161,181,192],"zoonotic":[7,21,63],"diseases":[8],"pose":[9],"challenges":[10],"to":[11,52],"their":[12],"control,":[13],"especially":[14],"in":[15],"changing":[16],"landscapes.":[17],"Human":[18],"incidence":[19],"malaria":[22,64],"(Plasmodium":[23],"knowlesi)":[24],"is":[25,50],"associated":[26],"with":[27,91],"deforestation":[28],"although":[29],"mechanisms":[30,175],"are":[31],"unknown.":[32],"Here,":[33],"a":[34,38,74,78,103],"novel":[35],"application":[36],"method":[39,101],"for":[40,185],"predicting":[41],"disease":[42,189],"occurrence":[43,85,153,190],"that":[44,58,176],"combines":[45],"machine":[46],"learning":[47],"statistics":[49],"used":[51],"identify":[53],"the":[54,60,112,171,186,193],"key":[55],"spatial":[56,97,168],"scales":[57,98,159,169],"define":[59],"relationship":[61],"between":[62],"cases":[65],"environmental":[67],"change.":[68],"Using":[69],"data":[70],"from":[71],"satellite":[72],"imagery,":[73],"case\u2013control":[75],"study,":[76],"cross-sectional":[79],"survey,":[80],"predictive":[81,109],"models":[82],"household-level":[84],"P.":[87,123,151,182],"knowlesi":[88,124,152],"were":[89,139],"fitted":[90],"16":[92],"variables":[93],"summarized":[94],"at":[95,141,157],"11":[96],"simultaneously.":[99],"identified":[102],"strong":[104],"well-defined":[106],"peak":[107],"influence":[110],"proportion":[113],"cleared":[115],"land":[116,178],"within":[117],"1":[118],"km":[119],"households":[121],"on":[122],"occurrence.":[125],"Aspect":[126],"(1":[127],"2":[129],"km),":[130],"slope":[131],"(0.5":[132,137],"km)":[133,138],"canopy":[135],"regrowth":[136],"important":[140],"small":[142],"scales.":[143],"In":[144],"contrast,":[145],"fragmentation":[146],"deforested":[148],"areas":[149],"influenced":[150],"probability":[154],"most":[155],"strongly":[156],"large":[158],"(4":[160],"5":[162],"km).":[163],"identification":[165],"these":[167],"narrows":[170],"field":[172],"plausible":[174],"connect":[177],"use":[179],"change":[180],"knowlesi,":[183],"allowing":[184],"refinement":[187],"predictions":[191],"design":[194],"spatially-targeted":[196],"interventions.":[197]},"counts_by_year":[],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2025-10-10T00:00:00"}